{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "cf9a11e5",
   "metadata": {},
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "3410558f",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\liangcheng\\AppData\\Local\\Temp\\ipykernel_12752\\1793040914.py:39: FutureWarning: Series.fillna with 'method' is deprecated and will raise in a future version. Use obj.ffill() or obj.bfill() instead.\n",
      "  yield_data[\"收益率\"] = yield_data[\"收益率\"].fillna(method=\"ffill\") / 100  # 转换为小数\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1200x800 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import akshare as ak\n",
    "import pandas as pd\n",
    "import matplotlib.pyplot as plt\n",
    "import datetime\n",
    "\n",
    "# ========== 参数设置 ==========\n",
    "N_YEARS = 5           # 最近几年\n",
    "bond_years = 30       # 债券年限（可以改成 10、20 等）\n",
    "coupon_rate = 0.01    # 固定利息率，假设为1%\n",
    "face_value = 100      # 债券面值\n",
    "\n",
    "# 当前时间范围\n",
    "today = datetime.datetime.today()\n",
    "start_date = (today - pd.DateOffset(years=N_YEARS)).strftime('%Y%m%d')\n",
    "end_date = today.strftime('%Y%m%d')\n",
    "\n",
    "# ========== 获取收益率数据 ==========\n",
    "# 获取国债收益率数据\n",
    "yield_data_ary = [\n",
    "    ak.bond_china_yield(start_date='20170101', end_date='20171231'),\n",
    "    ak.bond_china_yield(start_date='20180101', end_date='20181231'),\n",
    "    ak.bond_china_yield(start_date='20190101', end_date='20191231'),\n",
    "    ak.bond_china_yield(start_date='20200101', end_date='20201231'),\n",
    "    ak.bond_china_yield(start_date='20210101', end_date='20211231'),\n",
    "    ak.bond_china_yield(start_date='20220101', end_date='20221231'),\n",
    "    ak.bond_china_yield(start_date='20230101', end_date='20231231'),\n",
    "    ak.bond_china_yield(start_date='20240101', end_date='20241231'),\n",
    "    ak.bond_china_yield(start_date='20250101', end_date=end_date)\n",
    "]\n",
    "yield_data = pd.concat(yield_data_ary, ignore_index=True)\n",
    "\n",
    "# 只保留中债国债收益率曲线的目标年限列\n",
    "yield_data = yield_data.loc[yield_data['曲线名称'] == '中债国债收益率曲线', ['日期', f'{bond_years}年']]\n",
    "yield_data[\"日期\"] = pd.to_datetime(yield_data[\"日期\"])\n",
    "yield_data = yield_data.sort_values(\"日期\")\n",
    "yield_data.rename(columns={f\"{bond_years}年\": \"收益率\"}, inplace=True)\n",
    "\n",
    "# ========== 填充缺失值并计算价格 ==========\n",
    "yield_data[\"收益率\"] = yield_data[\"收益率\"].fillna(method=\"ffill\") / 100  # 转换为小数\n",
    "\n",
    "def bond_price(yield_rate, years):\n",
    "    \"\"\" 净现值计算公式 \"\"\"\n",
    "    annual_coupon = face_value * coupon_rate\n",
    "    npv = sum([annual_coupon / (1 + yield_rate) ** t for t in range(1, years + 1)]) + \\\n",
    "          face_value / (1 + yield_rate) ** years\n",
    "    return npv\n",
    "\n",
    "# 计算净现值价格\n",
    "yield_data[\"价格\"] = yield_data[\"收益率\"].apply(lambda x: bond_price(x, bond_years))\n",
    "\n",
    "# ========== 按年份拆分曲线 ==========\n",
    "yield_data[\"年份\"] = yield_data[\"日期\"].dt.year\n",
    "current_year = today.year\n",
    "result = {}\n",
    "\n",
    "for year in range(current_year - N_YEARS + 1, current_year + 1):\n",
    "    if year == current_year:\n",
    "        start = pd.Timestamp(f\"{year}-01-01\")\n",
    "        year_df = yield_data[(yield_data[\"日期\"] >= start) & (yield_data[\"日期\"] <= today)]\n",
    "    else:\n",
    "        year_df = yield_data[yield_data[\"年份\"] == year]\n",
    "\n",
    "    year_df = year_df.copy()\n",
    "    year_df[\"天数\"] = (year_df[\"日期\"] - pd.Timestamp(f\"{year}-01-01\")).dt.days\n",
    "    result[year] = year_df\n",
    "\n",
    "# ========== 绘图 ==========\n",
    "plt.figure(figsize=(12, 8))\n",
    "for year, year_df in result.items():\n",
    "    plt.plot(year_df[\"天数\"], year_df[\"价格\"], label=str(year))\n",
    "\n",
    "# 设置 X 轴为月份\n",
    "xticks = list(range(0, 366, 30))\n",
    "xlabels = [f\"{i+1}月\" for i in range(len(xticks))]\n",
    "plt.xticks(ticks=xticks, labels=xlabels, rotation=-90)\n",
    "\n",
    "plt.xlabel(\"月份\")\n",
    "plt.ylabel(\"净现值（元）\")\n",
    "plt.title(f\"{bond_years}年期国债价格走势（最近 {N_YEARS} 年）\")\n",
    "plt.legend()\n",
    "plt.grid(True)\n",
    "plt.tight_layout()\n",
    "plt.show()\n"
   ]
  }
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